AI visibility score
3.6/ 10Weak

#461,307 of 738,607 in E-commerce

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Tools/Heavy Equipment

Tools/Heavy Equipment

Unclaimed

fouraconstructioninc.com · E-commerce

Borderline visible. AI bots can crawl Tools/Heavy Equipment, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 7 times

Meta AI · Claude · ChatGPT

#461,307 of 738,607 in E-commerce for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 11% of E-commerce companies

4

AEO Visibility

i

Near-invisible · 3.6/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Tools/Heavy Equipment

from our crawl and measurement

Tools/Heavy Equipment works in E-commerce, based in New York, NY. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · E-commerce
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.6/10, Tools/Heavy Equipment is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Tools/Heavy Equipment: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/fouraconstructioninc

Cite this score: Engagemii (2026). "AEO Score for Tools/Heavy Equipment." Retrieved from https://engagemii.com/aeo/brands/fouraconstructioninc

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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